ISPRS Journal of Photogrammetry and Remote Sensing

Article	Citations
Adding single tree features and correcting edge tree effects enhance the characterization of seedling stands with single-photon airborne laser scanning	934
A new East African satellite data validation station: Performance of the LSA-SAF all-weather land surface temperature product over a savannah biome	452
An improved methodology for quantifying pixel-scale entrance pupil irradiance of a Moon-based Earth radiation observatory	256
Aerial scene understanding in the wild: Multi-scene recognition via prototype-based memory networks	242
Editorial Board	184
Hyperspectral vs. Multispectral data: Comparison of the spectral differentiation capabilities of Natura 2000 non-forest habitats	172
Changes in the Team of Associate Editors	171
IMGTR: Image-triangle based multi-view 3D reconstruction for urban scenes	162
New method for first-order network design applied to TLS self-calibration networks	154
Editorial Board	145
Editorial Board	142
Outlier removal and feature point pairs optimization for piecewise linear transformation in the co-registration of very high-resolution optical remote sensing imagery	141
Editorial Board	133
Structural projection points estimation and context priors for oil tank storage estimation in SAR image	133
Tide2Topo: A new method for mapping intertidal topography accurately in complex estuaries and bays with time-series Sentinel-2 images	131
Atmospheric correction under cloud edge effects for Geostationary Ocean Color Imager through deep learning	121
Satellite remote sensing model for estimating canopy transpiration in cypress plantation using in situ sap flow observations and forest inventory	119
Editorial Board	116
Supervised terrestrial to airborne laser scanner model calibration for 3D individual-tree attribute mapping using deep neural networks	110
An efficient point cloud place recognition approach based on transformer in dynamic environment	110
Entropy-Based re-sampling method on SAR class imbalance target detection	108
Assisted learning for land use classification: The important role of semantic correlation between heterogeneous images	107
Blurry dense object extraction based on buffer parsing network for high-resolution satellite remote sensing imagery	105
Characterizing and classifying urban tree species using bi-monthly terrestrial hyperspectral images in Hong Kong	99
Robust detection of non-overlapping ellipses from points with applications to circular target extraction in images and cylinder detection in point clouds	98

Fully automatic spatiotemporal segmentation of 3D LiDAR time series for the extraction of natural surface changes	97
EMET: An emergence-based thermal phenological framework for near real-time crop type mapping	96
A nested drone-satellite approach to monitoring the ecological conditions of wetlands	94
Automated tree-crown and height detection in a young forest plantation using mask region-based convolutional neural network (Mask R-CNN)	91
A systematic review and meta-analysis of Digital elevation model (DEM) fusion: pre-processing, methods and applications	89
Vision based crown loss estimation for individual trees with remote aerial robots	89
Tightly-coupled camera/LiDAR integration for point cloud generation from GNSS/INS-assisted UAV mapping systems	87
Coal fire identification and state assessment by integrating multitemporal thermal infrared and InSAR remote sensing data: A case study of Midong District, Urumqi, China	85
Growing status observation for oil palm trees using Unmanned Aerial Vehicle (UAV) images	84
CG-SSD: Corner guided single stage 3D object detection from LiDAR point cloud	83
Classifying rock slope materials in photogrammetric point clouds using robust color and geometric features	83
Structure-guided camera localization for indoor environments	83
VD-LAB: A view-decoupled network with local-global aggregation bridge for airborne laser scanning point cloud classification	79
Local and global encoder network for semantic segmentation of Airborne laser scanning point clouds	79
A robust and unified land surface phenology algorithm for diverse biomes and growth cycles in China by using harmonized Landsat and Sentinel-2 imagery	77
A satellite-field phenological bridging framework for characterizing community-level spring forest phenology using multi-scale satellite imagery	76
Merging multiple sensing platforms and deep learning empowers individual tree mapping and species detection at the city scale	76
A Variance-Covariance method to estimating the errors of 3-D ground displacement time-series using small baseline InSAR algorithms and multi-platform SAR data	76
Mapping intertidal topographic changes in a highly turbid estuary using dense Sentinel-2 time series with deep learning	74
Editorial Board	74
Bark beetle pre-emergence detection using multi-temporal hyperspectral drone images: Green shoulder indices can indicate subtle tree vitality decline	73
Semi-supervised multi-class tree crown delineation using aerial multispectral imagery and lidar data	73
Effect of intra-year Landsat scene availability in land cover land use classification in the conterminous United States using deep neural networks	70
SC-CNN: LiDAR point cloud filtering CNN under slope and copula correlation constraint	70
Rapid in-flight image quality check for UAV-enabled bridge inspection	69
Toulouse Hyperspectral Data Set: A benchmark data set to assess semi-supervised spectral representation learning and pixel-wise classification techniques	69
Semantic segmentation of urban building surface materials using multi-scale contextual attention network	68
Monocular spherical depth estimation with explicitly connected weak layout cues	67
PLANES4LOD2: Reconstruction of LoD-2 building models using a depth attention-based fully convolutional neural network	67
Radiometric correction of laser scanning intensity data applied for terrestrial laser scanning	66
PSSNet: Planarity-sensible Semantic Segmentation of large-scale urban meshes	66
Sentinel-2 and WorldView-3 atmospheric correction and signal normalization based on ground-truth spectroradiometric measurements	65
A new terrain matching method for estimating laser pointing and ranging systematic biases for spaceborne photon-counting laser altimeters	64
Forecasting corn NDVI through AI-based approaches using sentinel 2 image time series	63
Robust registration of aerial images and LiDAR data using spatial constraints and Gabor structural features	63
Super resolution of historic Landsat imagery using a dual generative adversarial network (GAN) model with CubeSat constellation imagery for spatially enhanced long-term vegetation monitoring	63
Simultaneous invariant normalization of waveform features from bathymetric lidar, SINWav: A Saipan case study	62
Editorial Board	62
Robust optical displacement measurement of bridge structures in complex environments	62
Single-image piecewise planar reconstruction of urban buildings based on geometric priors	61
Imbalance knowledge-driven multi-modal network for land-cover semantic segmentation using aerial images and LiDAR point clouds	60
Improving autonomous detection in dynamic environments with robust monocular thermal SLAM system	60
Country-wide retrieval of forest structure from optical and SAR satellite imagery with deep ensembles	59
Investigating the dielectric properties of lunar surface regolith fines using Mini-RF SAR data	58
A semi-supervised multi-temporal landslide and flash flood event detection methodology for unexplored regions using massive satellite image time series	58
Downscaling land surface temperature: A framework based on geographically and temporally neural network weighted autoregressive model with spatio-temporal fused scaling factors	58
A hierarchical self-attention augmented Laplacian pyramid expanding network for change detection in high-resolution remote sensing images	56
Blind single-image-based thin cloud removal using a cloud perception integrated fast Fourier convolutional network	56
Inferring 3D change detection from bitemporal optical images	56
Graph-based adaptive weighted fusion SLAM using multimodal data in complex underground spaces	55

Spectral index-driven FCN model training for water extraction from multispectral imagery	55
Cross-scene target detection based on feature adaptation and uncertainty-aware pseudo-label learning for high resolution SAR images	54
PylonModeler: A hybrid-driven 3D reconstruction method for power transmission pylons from LiDAR point clouds	54
PAL-SLAM2: Visual and visual–inertial monocular SLAM for panoramic annular lens	54
Improvement in crop mapping from satellite image time series by effectively supervising deep neural networks	54
Structure-aware completion of photogrammetric meshes in urban road environment	54
Juggling with representations: On the information transfer between imagery, point clouds, and meshes for multi-modal semantics	54
Global–local–global context-aware network for salient object detection in optical remote sensing images	53
Accurate estimates of land surface energy fluxes and irrigation requirements from UAV-based thermal and multispectral sensors	53
Target-aware attentional network for rare class segmentation in large-scale LiDAR point clouds	52
Semantic guided large scale factor remote sensing image super-resolution with generative diffusion prior	52
Detection of non-stand replacing disturbances (NSR) using Harmonized Landsat-Sentinel-2 time series	51
A coupled optical–radiometric modeling approach to removing reflection noise in TLS data of urban areas	51
Multiscale adaptive PolSAR image superpixel generation based on local iterative clustering and polarimetric scattering features	50
MOL: Towards accurate weakly supervised remote sensing object detection via Multi-view nOisy Learning	49
Remote sensing image classification using an ensemble framework without multiple classifiers	49
High-resolution triplet network with dynamic multiscale feature for change detection on satellite images	49
A machine learning approach for identifying and delineating agricultural fields and their multi-temporal dynamics using three decades of Landsat data	48
Meta captioning: A meta learning based remote sensing image captioning framework	48
AProNet: Detecting objects with precise orientation from aerial images	47
AST: Adaptive Self-supervised Transformer for optical remote sensing representation	47
A multi-task learning method for extraction of newly constructed areas based on bi-temporal hyperspectral images	47
A multi-modal garden dataset and hybrid 3D dense reconstruction framework based on panoramic stereo images for a trimming robot	46
Registration of multi-platform point clouds using edge detection for rockfall monitoring	46
Evaluating the spatial–temporal transferability of models for agricultural land cover mapping using Landsat archive	46
Multi-spectral multi-image super-resolution of Sentinel-2 with radiometric consistency losses and its effect on building delineation	46
Detection and attribution of cereal yield losses using Sentinel-2 and weather data: A case study in South Australia	46
Vectorized indoor surface reconstruction from 3D point cloud with multistep 2D optimization	45
Robust unsupervised small area change detection from SAR imagery using deep learning	45
A survey on vision-based outdoor smoke detection techniques for environmental safety	44
FloorUSG: Indoor floorplan reconstruction by unifying 2D semantics and 3D geometry	44
Fine-scale characterization of irrigated and rainfed croplands at national scale using multi-source data, random forest, and deep learning algorithms	44
Detecting high-temperature anomalies from Sentinel-2 MSI images	43
Spatiotemporal distribution of labeled data can bias the validation and selection of supervised learning algorithms: A marine remote sensing example	43
Physically explainable CNN for SAR image classification	42
PriNeRF: Prior constrained Neural Radiance Field for robust novel view synthesis of urban scenes with fewer views	42
Multi-directional change detection between point clouds	42
Enhanced wavelet based spatiotemporal fusion networks using cross-paired remote sensing images	42
Mapping annual center-pivot irrigated cropland in Brazil during the 1985–2021 period with cloud platforms and deep learning	42
Satellite video single object tracking: A systematic review and an oriented object tracking benchmark	41
Towards long-term, high-accuracy, and continuous satellite total and fine-mode aerosol records: Enhanced Land General Aerosol (e-LaGA) retrieval algorithm for VIIRS	41
Look at the whole scene: General point cloud place recognition by classification proxy	41
A novel method for identification of disturbance from surface coal mining using all available Landsat data in the GEE platform	41
Marine bubble flow quantification using wide-baseline stereo photogrammetry	41
Large-scale road extraction from high-resolution remote sensing images based on a weakly-supervised structural and orientational consistency constraint network	40
Large-scale building height retrieval from single SAR imagery based on bounding box regression networks	40
Remote estimates of total suspended matter in China’s main estuaries using Landsat images and a weight random forest model	40
Triple Robustness Augmentation Local Features for multi-source image registration	40
ABCNet: Attentive bilateral contextual network for efficient semantic segmentation of Fine-Resolution remotely sensed imagery	40
Mapping snow depth distribution from 1980 to 2020 on the tibetan plateau using multi-source remote sensing data and downscaling techniques	39
Deep-learning generation of POI data with scene images	39
An attention-based multiscale transformer network for remote sensing image change detection	39
Nighttime light remote sensing for urban applications: Progress, challenges, and prospects	39
UNetFormer: A UNet-like transformer for efficient semantic segmentation of remote sensing urban scene imagery	38
Deep-learning-based single-image height reconstruction from very-high-resolution SAR intensity data	38
FCCDN: Feature constraint network for VHR image change detection	38
WaterFormer: A coupled transformer and CNN network for waterbody detection in optical remotely-sensed imagery	37
Joint learning of frequency and spatial domains for dense image prediction	37
A two-step mapping of irrigated corn with multi-temporal MODIS and Landsat analysis ready data	37
Review of synthetic aperture radar with deep learning in agricultural applications	37
AMENet: Attentive Maps Encoder Network for trajectory prediction	37
A hierarchical approach for refining point cloud quality of a low cost UAV LiDAR system in the urban environment	37
3D-CSTM: A 3D continuous spatio-temporal mapping method	37
Identifying cropland non-agriculturalization with high representational consistency from bi-temporal high-resolution remote sensing images: From benchmark datasets to real-world application	37
Meta underwater camera: A smart protocol for underwater image enhancement	37
Change detection of urban objects using 3D point clouds: A review	37
Robust deep alignment network with remote sensing knowledge graph for zero-shot and generalized zero-shot remote sensing image scene classification	37
WHU-Urban3D: An urban scene LiDAR point cloud dataset for semantic instance segmentation	37
An improved approach of dry snow density estimation using C-band synthetic aperture radar data	36
Attention aware cost volume pyramid based multi-view stereo network for 3D reconstruction	36
Simulation of solar-induced chlorophyll fluorescence in a heterogeneous forest using 3-D radiative transfer modelling and airborne LiDAR	36
Polarized laser target detection system for smoky environment based on full-waveform decomposition and multiscale convolutional neural networks with attention	36
ChangeMask: Deep multi-task encoder-transformer-decoder architecture for semantic change detection	36
Mapping fine-scale human disturbances in a working landscape with Landsat time series on Google Earth Engine	36
A full resolution deep learning network for paddy rice mapping using Landsat data	36
Built-up area mapping using Sentinel-1 SAR data	36
A novel surface water index using local background information for long term and large-scale Landsat images	35
End-to-end learned early classification of time series for in-season crop type mapping	35
Mapping corn dynamics using limited but representative samples with adaptive strategies	35
Bamboo classification based on GEDI, time-series Sentinel-2 images and whale-optimized, dual-channel DenseNet: A case study in Zhejiang province, China	35

Open-set domain adaptation for scene classification using multi-adversarial learning	35
A polarimetric projection-based scattering characteristics extraction tool and its application to PolSAR image classification	35
Advanced underwater image restoration in complex illumination conditions	35
A second-order attention network for glacial lake segmentation from remotely sensed imagery	35
Cloud detection with boundary nets	34
Mapping the annual dynamics of land cover in Beijing from 2001 to 2020 using Landsat dense time series stack	34
Towards better exploiting object-based image analysis paradigm for local climate zones mapping	34
A graph-matching approach for cross-view registration of over-view and street-view based point clouds	34
Global estimates of 500 m daily aerodynamic roughness length from MODIS data	34
Taxonomy of seasonal and diurnal clear-sky climatology of surface urban heat island dynamics across global cities	34
Joint semantic–geometric learning for polygonal building segmentation from high-resolution remote sensing images	34
From center to surrounding: An interactive learning framework for hyperspectral image classification	33
Identification of mining induced ground fissures using UAV and infrared thermal imager: Temperature variation and fissure evolution	33
An attention-fused network for semantic segmentation of very-high-resolution remote sensing imagery	33
Efficient measurement of large-scale decadal shoreline change with increased accuracy in tide-dominated coastal environments with Google Earth Engine	33
Cross-frame keypoint-based and spatial motion information-guided networks for moving vehicle detection and tracking in satellite videos	33
Feature matching for multi-epoch historical aerial images	33
Cost-efficient bathymetric mapping method based on massive active–passive remote sensing data	32
An unsupervised domain adaptation deep learning method for spatial and temporal transferable crop type mapping using Sentinel-2 imagery	32
HMSM-Net: Hierarchical multi-scale matching network for disparity estimation of high-resolution satellite stereo images	32
Automatic recognition of earth rock embankment leakage based on UAV passive infrared thermography and deep learning	32
Multi-modal spatio-temporal meteorological forecasting with deep neural network	32
Point2Roof: End-to-end 3D building roof modeling from airborne LiDAR point clouds	32
Detecting tiny objects in aerial images: A normalized Wasserstein distance and a new benchmark	31
Enhanced mangrove vegetation index based on hyperspectral images for mapping mangrove	31
Field-scale crop yield prediction using multi-temporal WorldView-3 and PlanetScope satellite data and deep learning	31
Characterising retrieval uncertainty of chlorophyll-a algorithms in oligotrophic and mesotrophic lakes and reservoirs	31
Corrigendum to “Spatio-temporal linking of multiple SAR satellite data from medium and high resolution Radarsat-2 images” [ISPRS J. Photogramm. Remote Sens. 176 (2021) 222–236]	30
Predicting gradient is better: Exploring self-supervised learning for SAR ATR with a joint-embedding predictive architecture	30
Atmospheric correction of geostationary ocean color imager data over turbid coastal waters under high solar zenith angles	30
Improving crop type mapping by integrating LSTM with temporal random masking and pixel-set spatial information	30
Common-feature-track-matching approach for multi-epoch UAV photogrammetry co-registration	30
HDRSA-Net: Hybrid dynamic residual self-attention network for SAR-assisted optical image cloud and shadow removal	30
Cross-modal change detection using historical land use maps and current remote sensing images	29
A unified feature-motion consistency framework for robust image matching	29
A highly efficient index for robust mapping of tidal flats from sentinel-2 images directly	29
3D point cloud regularization method for uniform mesh generation of mining excavations	29
Illumination-invariant road detection and tracking using LWIR polarization characteristics	29
Deep shared proxy construction hashing for cross-modal remote sensing image fast target retrieval	29
VDFT: Robust feature matching of aerial and ground images using viewpoint-invariant deformable feature transformation	29
SAMPolyBuild: Adapting the Segment Anything Model for polygonal building extraction	29
Integrating synthetic datasets with CLIP semantic insights for single image localization advancements	29
Word2Scene: Efficient remote sensing image scene generation with only one word via hybrid intelligence and low-rank representation	29
CMGFNet: A deep cross-modal gated fusion network for building extraction from very high-resolution remote sensing images	29
Mapping the Brazilian savanna’s natural vegetation: A SAR-optical uncertainty-aware deep learning approach	29
A new methodology for establishing an SOC content prediction model that is spatiotemporally transferable at multidecadal and intercontinental scales	29
Geometric BIM verification of indoor construction sites by photogrammetric point clouds and evidence theory	29
Training-free thick cloud removal for Sentinel-2 imagery using value propagation interpolation	29
PolyBuilding: Polygon transformer for building extraction	29
Corrigendum to “Ground subsidence in Tucson, Arizona, monitored by time-series analysis using multi-sensor InSAR datasets from 1993 to 2011” [ISPRS J. Photogramm. Remote Sens. 107 (2015) 126–141]	28
RETRACTED: High temporal frequency vehicle counting from low-resolution satellite images	28
Cross-view geolocalization and disaster mapping with street-view and VHR satellite imagery: A case study of Hurricane IAN	28
Corrigendum to “ReCuSum: A polyvalent method to monitor tropical forest disturbances” [ISPRS J. Photogramm. Rem. Sens. 203 (2023) 358–372]	28
Location and orientation united graph comparison for topographic point cloud change estimation	28
An ensemble method for monitoring land cover changes in urban areas using dense Landsat time series data	28
MGCNet: Multi-granularity consensus network for remote sensing image correspondence pruning	28
Retraction notice to “A novel semi-supervised method for airborne LiDAR point cloud classification” [ISPRS Journal of Photogrammetry and Remote Sensing 180 (2021) 117–129]	28
An interactive fusion attention-guided network for ground surface hot spring fluids segmentation in dual-spectrum UAV images	28
Deep neural network based on dynamic attention and layer attention for meteorological data downscaling	27
Drone-based RGBT tiny person detection	27
Construction of indoor obstacle element map based on scene-aware priori obstacle rules	27
Incremental multi temporal InSAR analysis via recursive sequential estimator for long-term landslide deformation monitoring	27
Quick calibration of massive urban outdoor surveillance cameras	27
Unifying remote sensing change detection via deep probabilistic change models: From principles, models to applications	27
The estimation of hourly PM2.5 concentrations across China based on a Spatial and Temporal Weighted Continuous Deep Neural Network (STWC-DNN)	27
Explaining the decisions and the functioning of a convolutional spatiotemporal land cover classifier with channel attention and redescription mining	27
Gapless-REMA100: A gapless 100-m reference elevation model of Antarctica with voids filled by multi-source DEMs	27
A deep learning algorithm to detect and classify sun glint from high-resolution aerial imagery over shallow marine environments	27
Gap completion in point cloud scene occluded by vehicles using SGC-Net	27
Connectivity-aware Graph: A planar topology for 3D building surface reconstruction	27
Mosaic gradient histogram for object tracking in DoFP infrared polarization imaging	27
ULSD: Unified line segment detection across pinhole, fisheye, and spherical cameras	27
Leveraging vocabulary tree for simultaneous match pair selection and guided feature matching of UAV images	26
Simultaneous identification, modeling and registration refinement of poles using laser scanning point clouds	26
Editorial Board	26
Learning deep cross-scale feature propagation for indoor semantic segmentation	26
A maximum bathymetric depth model to simulate satellite photon-counting lidar performance	26
Automatic differentiation of Eucalyptus species through Sentinel-2 images, Worldview-3 images and LiDAR data	26
Exploring the nature of buried linear features in the Qatar peninsula: Archaeological and paleoclimatic implications	26
Object-level change detection with a dual correlation attention-guided detector	26
Editorial Board	26
An optical water classification and quality control model (OC_QC model) for spectral diffuse attenuation coefficient	26
Implementing urban canopy height derived from a TanDEM-X-DEM: An expert survey and case study	26
Semantics-enhanced discriminative descriptor learning for LiDAR-based place recognition	25
Polarimetric monocular leaf normal estimation model for plant phenotyping	25
LoveNAS: Towards multi-scene land-cover mapping via hierarchical searching adaptive network	25
An efficient saliency prediction model for Unmanned Aerial Vehicle video	25
Editorial Board	25
A cluster-based disambiguation method using pose consistency verification for structure from motion	25
Editorial Board	25
Editorial Board	25
Autoencoding tree for city generation and applications	25
Optimal selection of wavelet transform parameters for spatio-temporal analysis based on non-stationary NDVI MODIS time series in Mediterranean region	25
Revealing the spatial variation in biomass uptake rates of Brazil’s secondary forests	25
Changes in the Team of Associate Editors	25